ML Expert - Machine Learning Model Development

Overview

Specialized workflow for ML model development, training, and deployment. Supports various architectures (CNNs, RNNs, Transformers) with distributed training capabilities.

When to Use

• Developing new ML models
• Training neural networks
• Model optimization
• Production deployment
• Transfer learning
• Fine-tuning existing models

Phase 1: Data Preparation (10 min)

Objective

Clean, preprocess, and prepare training data